1anza's repositories
StatisticsRStudio
Applied statistical methods across a variety of problem sets using R. These include ANOVA, Regression, Probability, Plots, and Common Distributions
Algorithms
Implemented divide-and-conquer algorithms, graph decomposition, paths in graphs, greedy algorithms, dynamic programming, linear programming, the theory of NP-completeness, and approaches to coping with NP-complete problems.
ComputationalLinguistics
Constructed dynamic learning environments with Natural Language Processing (NLP). Libraries included Spacy, NLTK, Praw, SkLearn, and Seaborn.
Data_CSV
Random assortment of csvs to pull from.
DataStructures
Where I learned how to structure abstract data into cleanly ordered and manipulatable methods that consider the meticulously memory-managed environment of C++.
DataVisualizations
Utilized JavaScript and D3 to create polished visualizations that provide a meaningful interaction experience with a variety of datasets.
DataWrangling
Learned how to find or scrape information from networks and manipulate that information to display trends. This was done in Python using Google Colab's .ipynb environment. Libraries used were Pandas, NumPy, Seaborn, Scipy, Matplotlib, SkLearn, and FacebookProphet.
DiscreteMathematics
Played puzzle games to understand the nuances of discrete systems in software.
EthicsInDataScience
Wrote a Code of Ethics for Machine Learning, diving into the nuance of challenges faced when implementing models
SoftwarePractice
Implemented fully-formed software suites using C# and Visual Studio. Software projects included a custome spreadsheet manipulator and a point-and-shoot tank game with corresponding server hosting.
ObjectOrientedPrograming
Discovered how to use classes and objects in software envrionments using C++.